An Introduction to Word2Vec in NLP

An intuitive mathematical explanation to Word2Vec

Photo by Sven Brandsma on UnsplashThe tailor showed her how to sew a button onto her jacket. Meanwhile, her friend waited outside looking at the elevator buttons.

As humans, it is instinctive to notice the different meanings of the word “Button” in the above two sentences. But how can a machine learning model achieve this?

The first task of anyone working with Natural Language is to represent words as numbers. Many techniques such …

deep learning introduction machine learning naturallanguageprocessing nlp word2vec word embeddings